[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Altair OptiStruct
ProductCitation IndexAI InfluenceBlogBook
Claim profile →

AEO Score

56

Growing Presence

Avg Prompt Score

55

across 16 prompts

Critical Issues

5

critical + high

Per-stage performance

🔍Discovery
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus—
Competitors1.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus—
Competitors0.3avg/cited
Sentiment—no data

Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.

Executive summary

Altair is a B2B enterprise software brand (simulation/HPC + data analytics/AI) and is likely to be cited for evaluation-stage queries because it has strong third-party authority signals (e.g., a G2 presence and LinkedIn followers). The biggest AI-citation risk is conversion-stage crawlability: pricing and structured evaluation content (SoftwareApplication/FAQPage) appear not to be easily discoverable via search, which can prevent Altair from being cited in “pricing/cost” and “vs/alternatives” answers.

Based on audit of altair.com · May 29, 2026

Built for The Citation Economy